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Top-k overlapping densest subgraphs

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Authors: Esther Galbrun | Aristides Gionis | Nikolaj Tatti

Robust finite mixture regression for heterogeneous targets

JOURNAL ARTICLE published November 2018 in Data Mining and Knowledge Discovery

Research funded by National Natural Science Foundation of China (61473167) | Beijing Municipal Natural Science Foundation (L172037) | National Science Foundation (DMS-1613295,IIS-1718798) | National Science Foundation (IIS-1650723,IIS-1716432)

Authors: Jian Liang | Kun Chen | Ming Lin | Changshui Zhang | Fei Wang

A case study of improving a non-technical losses detection system through explainability

JOURNAL ARTICLE published 19 April 2023 in Data Mining and Knowledge Discovery

Authors: Bernat Coma-Puig | Albert Calvo | Josep Carmona | Ricard Gavaldà

Algorithmic cache of sorted tables for feature selection

JOURNAL ARTICLE published 19 March 2019 in Data Mining and Knowledge Discovery

Research funded by Ministerio de Economía y Competitividad (TIN2013-47210-P) | Consejeria de Economia, Innovacion, Ciencia y Empleo from Junta de Andalucia (P12-TIC-2958,TIC1582)

Authors: Antonio Arauzo-Azofra | Alfonso Jiménez-Vílchez | José Molina-Baena | María Luque-Rodriguez

More for less: adaptive labeling payments in online labor markets

JOURNAL ARTICLE published November 2019 in Data Mining and Knowledge Discovery

Authors: Tomer Geva | Maytal Saar-Tsechansky | Harel Lustiger

Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring

JOURNAL ARTICLE published January 2019 in Data Mining and Knowledge Discovery

Research funded by Centre National de la Recherche Scientifique (Défi Mastodons) | Région Auvergne-Rhône-Alpes (ARC6) | Agence Nationale de la Recherche (LabEx IMU (ANR-10-LABX-0088),PHOENIX ANR-15-CE23-0012)

Authors: Nicolas Méger | Christophe Rigotti | Catherine Pothier | Tuan Nguyen | Felicity Lodge | Lionel Gueguen | Rémi Andreoli | Marie-Pierre Doin | Mihai Datcu

A Markov Game model for valuing actions, locations, and team performance in ice hockey

JOURNAL ARTICLE published November 2017 in Data Mining and Knowledge Discovery

Authors: Oliver Schulte | Mahmoud Khademi | Sajjad Gholami | Zeyu Zhao | Mehrsan Javan | Philippe Desaulniers

Word-class embeddings for multiclass text classification

JOURNAL ARTICLE published May 2021 in Data Mining and Knowledge Discovery

Research funded by Horizon 2020 Framework Programme (871042,951911) | Horizon 2020 Framework Programme (823914)

Authors: Alejandro Moreo | Andrea Esuli | Fabrizio Sebastiani

ColdRoute: effective routing of cold questions in stack exchange sites

JOURNAL ARTICLE published September 2018 in Data Mining and Knowledge Discovery

Research funded by National Science Foundation (CCF-1645599,IIS-1550302) | National Science Foundation (CNS-1513120) | Ohio Supercomputer Center (PAS0166)

Authors: Jiankai Sun | Abhinav Vishnu | Aniket Chakrabarti | Charles Siegel | Srinivasan Parthasarathy

Anomaly detection in sleep: detecting mouth breathing in children

JOURNAL ARTICLE published May 2024 in Data Mining and Knowledge Discovery

Authors: Luka Biedebach | María Óskarsdóttir | Erna Sif Arnardóttir | Sigridur Sigurdardóttir | Michael Valur Clausen | Sigurveig Þ. Sigurdardóttir | Marta Serwatko | Anna Sigridur Islind

Medical data mining: insights from winning two competitions

JOURNAL ARTICLE published May 2010 in Data Mining and Knowledge Discovery

Authors: Saharon Rosset | Claudia Perlich | Grzergorz Świrszcz | Prem Melville | Yan Liu

CURIE: a cellular automaton for concept drift detection

JOURNAL ARTICLE published November 2021 in Data Mining and Knowledge Discovery

Research funded by ECSEL (783163)

Authors: Jesus L. Lobo | Javier Del Ser | Eneko Osaba | Albert Bifet | Francisco Herrera

Toward knowledge-rich data mining

JOURNAL ARTICLE published August 2007 in Data Mining and Knowledge Discovery

Authors: Pedro Domingos

A drift detection method based on dynamic classifier selection

JOURNAL ARTICLE published January 2020 in Data Mining and Knowledge Discovery

Authors: Felipe Pinagé | Eulanda M. dos Santos | João Gama

Collusion set detection using graph clustering

JOURNAL ARTICLE published April 2008 in Data Mining and Knowledge Discovery

Authors: Girish Keshav Palshikar | Manoj M. Apte

Cartogram visualization for nonlinear manifold learning models

JOURNAL ARTICLE published July 2013 in Data Mining and Knowledge Discovery

Authors: Alfredo Vellido | David L. García | Àngela Nebot

SPEck: mining statistically-significant sequential patterns efficiently with exact sampling

JOURNAL ARTICLE published July 2022 in Data Mining and Knowledge Discovery

Research funded by Division of Information and Intelligent Systems (2006765)

Authors: Steedman Jenkins | Stefan Walzer-Goldfeld | Matteo Riondato

Locating the contagion source in networks with partial timestamps

JOURNAL ARTICLE published September 2016 in Data Mining and Knowledge Discovery

Authors: Kai Zhu | Zhen Chen | Lei Ying

Matching code and law: achieving algorithmic fairness with optimal transport

JOURNAL ARTICLE published January 2020 in Data Mining and Knowledge Discovery

Authors: Meike Zehlike | Philipp Hacker | Emil Wiedemann

Behavior-based clustering and analysis of interestingness measures for association rule mining

JOURNAL ARTICLE published July 2014 in Data Mining and Knowledge Discovery

Authors: C. Tew | C. Giraud-Carrier | K. Tanner | S. Burton